Here is the dataset named FACTO,In a factory $,15$ different machines produce products.However,the machines have not yet been labeled. A new machine $($m$16)$ has been transferred into the factory $.$Predict the label of the new machine by using k$-$NN for k$=5$ and k$=7$

Can you solve this with mathematical expressions $($using square root operation$)$